Basic Statistics

Raw Counts

Name Value
Rows 5,189
Columns 8
Discrete columns 6
Continuous columns 2
All missing columns 0
Missing observations 8,695
Complete Rows 679
Total observations 41,512
Memory allocation 355.8 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 2 columns ignored with more than 50 categories.
## country_code: 235 categories
## country: 232 categories

Bar Chart (by student_ratio)

## 2 columns ignored with more than 50 categories.
## country_code: 235 categories
## country: 232 categories

QQ Plot

QQ Plot (by student_ratio)

Correlation Analysis

## 2 features with more than 20 categories ignored!
## country_code: 65 categories
## country: 62 categories

Principal Component Analysis

## 2 features with more than 50 categories ignored!
## country_code: 134 categories
## country: 131 categories

Bivariate Distribution

Boxplot (by student_ratio)

Scatterplot (by student_ratio)